e3c9ae204f
[MRG+1] DOC improve description and consistency of random_state ( #8689 )
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* DOC improve description of random_state in train_test_split
* DOC Make random_state consistent through documentation
* FIX reverse doc mistake
* FIX address comment of Tom
* DOC address comments
* DOC remove empty line
* DOC remove unecessary white spaces
2017-04-05 17:43:21 -07:00
be305cebaf
TST/FIX Add check for estimator: parameters not modified by `fit` ( #7846 )
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ensure that estimators only add private attributes and attributes with
trailing _
in cases when existing estimators don't follow this new rule, we deprecate the
attributes and make them follow this rule
2017-01-20 11:33:17 +11:00
e542efafe2
TST Ensure that attributes ending _ are not set in __init__ ( #7464 )
2016-12-12 21:57:43 +11:00
5c4b1bb231
[MRG+1] Housekeeping Deprecations for v0.19 ( #7927 )
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* remove stuff to be removed 0.19
* more changes
* remove classes from 0.19 whatsnew
* remove _LearntSelectorMixin
* remove ProjectedGradientNMF, load_lwf_*
* minor fixes
* remove more copy from logistic regression path
* remove lda, qda from __init__.__all__
* remove pg solver in nmf from tests etc
* remove class_weight="auto" from tests
* doctest change for decision_function_shape="ovr"
* remove transfrom from tree test, minor fixes to tree tests
* some fixes in the tests
* undo changes in functions which still allow 1d input...
* also allow 1d in scale
* more test fixes...
* last test fixes in forest and tree
* svm default value change doctest failures
* pep8
* remove more class_weight="auto" stuff
* minor cosmetics in docstrings deprecated / removed behavior.
* say that store_covariance has been moved to __init__ in discriminant_analysis
2016-12-09 12:43:38 -05:00
ebb0645966
DOC reference CalibratedClassifierCV in SGDClassifier.predict_proba ( #7281 )
2016-08-29 21:44:27 +10:00
55de9bb30c
DOC improve formatting for learning_rate docstrings
2016-08-17 15:13:15 +10:00
0485ada58b
General spelling fixes
2015-12-16 09:46:42 -08:00
176427e284
Fix SGD partial_fit multiclass w/ average.
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See https://github.com/scikit-learn/scikit-learn/issues/5246#issuecomment-140062688 .
`_fit_multiclass` was setting `self.intercept_` to a single element of the intercept, instead of the entire intercept.
2015-10-07 11:39:57 +02:00
e7c50de502
misc + pep8
2015-10-04 16:27:12 +02:00
f8486a5b25
fixes scikit-learn/scikit-learn#5329
2015-10-01 21:42:27 -07:00
94eb61960a
ENH add sag solver in LogisticRegression and Ridge
2015-09-10 13:28:02 -04:00
87aaabc06a
DOC backticks in attribute docstrings unnecessaru since #3489
2015-06-12 05:13:02 +10:00
3be9b9762b
Fix deprecation of decision function in SGD
2015-06-04 16:50:56 -04:00
0650d5502e
DOC adding backlinks to docstrings
2015-06-03 00:24:04 -04:00
eedc1cddab
Use more natural class_weight="auto" heuristic
2015-06-01 12:49:53 -04:00
89c1018c64
ENH improve check_array
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ENH improve check_array to warn on dtype conversions
ENH make check_array accept several dtypes
ENH change validation with improved check_array
ENH change astype to avoid copy if possible
ENH remove warn_if_not_float
2015-05-19 16:13:42 +02:00
d89c215013
Add tags to classifiers and regressors to identify them as such.
2015-03-31 19:59:49 -04:00
6beacc3fb6
remove deprecated stuff from 0.17
2015-03-18 14:49:04 -04:00
e01a16dbd1
Merge pull request #4325 from amueller/more_minor_doc_fixes
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[MRG+1] More minor doc fixes
2015-03-03 13:47:16 -06:00
deeaf0ad35
change default to shuffle=True in SGDClassifier and friends.
2015-03-03 11:56:23 -05:00
e0f5049a3d
minor fixes in docs.
2015-03-03 11:07:18 -05:00
9bc4de8dae
some fixes for sphinx and in examples
2015-03-02 12:50:53 -05:00
c970fb51e7
COSMIT spelling
2015-01-15 15:09:35 -05:00
abd31d2cad
MAINT Make uniform the error raised for not fitted condition
2015-01-12 00:33:40 +05:30
46c1c42131
remove deprecated ``n_bootstraps`` parameter in Bootstrap cv object, verbose in FactorAnalysis and SelectorMixin. Also adjust some deprecation strings.
2014-12-29 13:53:42 -05:00
69d393af6f
Merge pull request #3931 from dsullivan7/cwwarn
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[MRG+1] raising warning for class_weight in fit method
2014-12-12 14:57:37 +01:00
ae614649d7
Merge pull request #3954 from amueller/fix_sgd_learningrate_docs
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DOC explain t0 in the SGD docstring (currently somewhat confusing)
2014-12-11 15:17:32 +01:00
bf1691b69a
'none' is an acceptable value for penalty
2014-12-10 18:33:45 -05:00
9392445767
DOC explain t0 in the docstring (currently somewhat confusing)
2014-12-10 18:32:28 -05:00
b99824fb46
changing warn message, making it Deprecation Warning, and removing negative index for py2.7
2014-12-05 09:39:39 +01:00
afe890b2a8
adding warning if passing class_weight through fit
2014-12-04 13:17:34 +01:00
8dd7f16bef
adding support for class_weight in fit method
2014-12-03 17:15:49 +01:00
7c50e6c8eb
various docstring fixes for web docs
2014-11-30 17:59:42 -08:00
9033865100
FIX raise error when number of features changes in partial fit, Add common test for inconsisten number of features for partial fit.
2014-11-06 18:01:31 -05:00
04f6d12282
fix to a minor bug with intercept
2014-10-13 18:21:41 +02:00
a0f0d461bc
fixing merge conflicts
2014-10-09 16:23:45 +02:00
fd8dc246ee
removing spaces for tuples of width 1
2014-10-08 15:02:00 +02:00
d0ea44d5e1
adding space to shape and putting // in average division
2014-10-07 12:47:08 +02:00
d6c912969c
changing parameters for asgd regression benchmark and changing array shape for docstring
2014-10-07 11:25:37 +02:00
984e9aa8f3
increasing testing precision, putting comment on one line and adding asgd to regression benchmark
2014-10-06 14:39:16 +02:00
e5ae879ea0
clean up and average can now be set to an int indicating the number of iterations before averaging
2014-10-03 15:44:15 +02:00
009f7de178
adding note for partial_fit and n_iter
2014-10-03 10:25:51 +02:00
7b6cb91459
adding add_average method and solving iteration bug by replacing definition of t
2014-10-03 09:51:16 +02:00
0d6a8de067
removing documentation about constant learning rate for averaging
2014-10-01 10:42:58 +02:00
5fe405bd65
cleaning up floating point and unneeded todos, also removing constant learning rate for asgd
2014-09-29 12:58:30 +02:00
39c87018b2
cleaning up commented out code and previous_coef_ parameter
2014-09-22 15:40:48 +02:00
3b292b28e5
adding a more descriptive error message
2014-09-13 16:03:19 +02:00
e95a7f0e8e
adding value error for partial fit with auto weights
2014-09-13 16:02:29 +02:00
1ceb885f6b
rephrase doc, rename unseen, fix pep8
2014-09-10 22:40:55 +02:00
8081745013
fixing merge conflicts
2014-09-10 11:13:57 +02:00
Guillaume Lemaitre